{"id":"https://openalex.org/W2070229097","doi":"https://doi.org/10.1145/2830657.2830662","title":"Socio Textual Mapping","display_name":"Socio Textual Mapping","publication_year":2015,"publication_date":"2015-10-30","ids":{"openalex":"https://openalex.org/W2070229097","doi":"https://doi.org/10.1145/2830657.2830662","mag":"2070229097"},"language":"en","primary_location":{"id":"doi:10.1145/2830657.2830662","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2830657.2830662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037250136","display_name":"M. Weiler","orcid":"https://orcid.org/0000-0002-3007-3927"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Michael Weiler","raw_affiliation_strings":["Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017299501","display_name":"Andreas Z\u00fcfle","orcid":"https://orcid.org/0000-0001-7001-4123"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Z\u00fcfle","raw_affiliation_strings":["Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073934226","display_name":"Felix Borutta","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Borutta","raw_affiliation_strings":["Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019401090","display_name":"Tobias Emrich","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Emrich","raw_affiliation_strings":["Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037250136"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09301464,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7399944067001343},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.6684449911117554},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6460468769073486},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5985120534896851},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5920155644416809},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5899332165718079},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5560890436172485},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5471587777137756},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5314421057701111},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5303113460540771},{"id":"https://openalex.org/keywords/volunteered-geographic-information","display_name":"Volunteered geographic information","score":0.5105184316635132},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.4700566530227661},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.43969473242759705},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3837366998195648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34283554553985596},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.30282965302467346},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2046351134777069},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11175477504730225},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09301385283470154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7399944067001343},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6684449911117554},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6460468769073486},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5985120534896851},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5920155644416809},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5899332165718079},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5560890436172485},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5471587777137756},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5314421057701111},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5303113460540771},{"id":"https://openalex.org/C57380593","wikidata":"https://www.wikidata.org/wiki/Q933625","display_name":"Volunteered geographic information","level":2,"score":0.5105184316635132},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.4700566530227661},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.43969473242759705},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3837366998195648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34283554553985596},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30282965302467346},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2046351134777069},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11175477504730225},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09301385283470154},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2830657.2830662","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2830657.2830662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM SIGSPATIAL International Workshop on Location-Based Social Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W410291145","https://openalex.org/W1973749534","https://openalex.org/W1985697096","https://openalex.org/W2018218137","https://openalex.org/W2018277822","https://openalex.org/W2035747875","https://openalex.org/W2065092001","https://openalex.org/W2099611418","https://openalex.org/W2144211451","https://openalex.org/W2200482854","https://openalex.org/W2397044212","https://openalex.org/W2891684066","https://openalex.org/W4235773123","https://openalex.org/W4243918379","https://openalex.org/W4302197414","https://openalex.org/W7005249450"],"related_works":["https://openalex.org/W2733029865","https://openalex.org/W1991837421","https://openalex.org/W2469461760","https://openalex.org/W1971919964","https://openalex.org/W2914759628","https://openalex.org/W2405496393","https://openalex.org/W2754198588","https://openalex.org/W2916706735","https://openalex.org/W4312042131","https://openalex.org/W2924841031"],"abstract_inverted_index":{"Location-based":[0],"social":[1,165],"networks":[2],"are":[3,206],"a":[4,31,39,49,99,119,132,140,158,164,172],"source":[5],"of":[6,33,97,121,135,167,174,186,198,214,220],"geo-spatial":[7],"data":[8,23,105],"enriched":[9],"by":[10,52,62,176,216],"textual":[11,101],"information,":[12],"such":[13,124,144],"as":[14,118,125],"news,":[15],"travel":[16],"blogs,":[17],"tweets":[18],"and":[19,56,59,88,106],"user":[20],"recommendations.":[21],"Such":[22],"may":[24],"describe":[25,48],"an":[26,28,190],"event,":[27],"experience":[29],"or":[30],"point":[32],"interest":[34],"that":[35,65,189,205],"is":[36],"relevant":[37],"to":[38,47,72,146,162],"user.":[40],"In":[41,127],"this":[42,68,112,154,212],"vision":[43],"paper":[44],"we":[45,70,130,156],"propose":[46],"spatial":[50],"region":[51,117],"the":[53,82,95,108,148,178,195],"thoughts,":[54],"ideas":[55],"emotions":[57],"frequently":[58],"recently":[60],"expressed":[61],"people":[63],"in":[64],"region.":[66],"For":[67],"purpose,":[69],"envision":[71],"extract":[73],"features":[74],"from":[75],"geo-textual":[76,104],"data,":[77],"which":[78,193],"capture":[79],"not":[80],"only":[81],"vocabulary,":[83],"but":[84],"also":[85,200],"current":[86,89],"topics":[87],"general":[90],"interests.":[91],"We":[92,114,138,170,209],"formally":[93],"define":[94,139],"problem":[96],"drawing":[98],"socio":[100],"map":[102,166],"using":[103],"identify":[107],"necessary":[109],"steps":[110,180],"towards":[111],"vision:":[113],"represent":[115],"each":[116,128],"stream":[120],"text":[122,136],"messages":[123],"tweets.":[126],"region,":[129],"maintain":[131],"feature":[133,196],"representation":[134],"messages.":[137],"dissimilarity":[141],"measure":[142],"between":[143,150],"collections":[145],"assess":[147],"similarity":[149],"two":[151],"regions.":[152,169],"Using":[153],"measure,":[155],"utilize":[157],"metric":[159],"clustering":[160],"approach":[161],"obtain":[163],"similar":[168],"present":[171],"proof":[173,185,213],"concept":[175,187,215],"implementing":[177],"aforementioned":[179],"with":[181],"initial":[182,191],"solutions.":[183],"This":[184],"shows":[188],"solution,":[192],"clusters":[194,202],"representations":[197],"regions,":[199],"yields":[201],"having":[203],"regions":[204],"spatially":[207],"close.":[208],"theoretically":[210],"explain":[211],"Tobler's":[217],"first":[218],"law":[219],"geography.":[221]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
